61 citations · 93 across the 8 of their papers we have counts for
8 papers
Narrator: Towards Natural Control of Human-Scene Interaction Generation via Relationship Reasoning
Haibiao Xuan, Xiongzheng Li, Jinsong Zhang +3
Naturally controllable human-scene interaction (HSI) generation has an important role in various fields, such as VR/AR content creation and human-centered AI. However, existing met…
PISE: Person Image Synthesis and Editing with Decoupled GAN
Jinsong Zhang, Kun Li, Yu-Kun Lai +1
Person image synthesis, e.g., pose transfer, is a challenging problem due to large variation and occlusion. Existing methods have difficulties predicting reasonable invisible regio…
PoNA: Pose-guided Non-local Attention for Human Pose Transfer
Kun Li, Jinsong Zhang, Yebin Liu +2
Human pose transfer, which aims at transferring the appearance of a given person to a target pose, is very challenging and important in many applications. Previous work ignores the…
Human Pose Transfer by Adaptive Hierarchical Deformation
Jinsong Zhang, Xingzi Liu, Kun Li
Human pose transfer, as a misaligned image generation task, is very challenging. Existing methods cannot effectively utilize the input information, which often fail to preserve the…
Adaptive 3D Face Reconstruction from a Single Image
Kun Li, Jing Yang, Nianhong Jiao +2
3D face reconstruction from a single image is a challenging problem, especially under partial occlusions and extreme poses. This is because the uncertainty of the estimated 2D land…
All-Weather Deep Outdoor Lighting Estimation
Jinsong Zhang, Kalyan Sunkavalli, Yannick Hold-Geoffroy +3
We present a neural network that predicts HDR outdoor illumination from a single LDR image. At the heart of our work is a method to accurately learn HDR lighting from LDR panoramas…
Deep Photovoltaic Nowcasting
Jinsong Zhang, Rodrigo Verschae, Shohei Nobuhara +1
Predicting the short-term power output of a photovoltaic panel is an important task for the efficient management of smart grids. Short-term forecasting at the minute scale, also kn…
Learning High Dynamic Range from Outdoor Panoramas
Jinsong Zhang, Jean-François Lalonde
Outdoor lighting has extremely high dynamic range. This makes the process of capturing outdoor environment maps notoriously challenging since special equipment must be used. In thi…